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OBJECTIVE To predict the medical expenditures of individual diabetics and assess the related factors of it. DESIGN AND SETTING Cross-sectional study. SETTING AND PARTICIPANTS Data were collected from the US household component of the medical expenditure panel survey, 2000-2015. MAIN OUTCOME MEASURE Random forest (RF) model was performed with the programs of randomForest in R software. Spearman correlation coefficients (rs), mean absolute error (MAE) and mean-related error (MRE) was computed to assess the prediction of all the models. RE
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